Package: bzinb 1.1.0
Hunyong Cho
bzinb: Bivariate Zero-Inflated Negative Binomial Model Estimator
Provides a maximum likelihood estimation of Bivariate Zero-Inflated Negative Binomial (BZINB) model or the nested model parameters. Also estimates the underlying correlation of the a pair of count data. See Cho, H., Liu, C., Preisser, J., and Wu, D. (In preparation) for details.
Authors:
bzinb_1.1.0.tar.gz
bzinb_1.1.0.tgz(r-4.4-x86_64)bzinb_1.1.0.tgz(r-4.4-arm64)bzinb_1.1.0.tgz(r-4.3-x86_64)bzinb_1.1.0.tgz(r-4.3-arm64)
bzinb_1.1.0.tar.gz(r-4.5-noble)bzinb_1.1.0.tar.gz(r-4.4-noble)
bzinb_1.1.0.tgz(r-4.4-emscripten)bzinb_1.1.0.tgz(r-4.3-emscripten)
bzinb.pdf |bzinb.html✨
bzinb/json (API)
| # Install 'bzinb' in R: |
| install.packages('bzinb', repos = c('https://hunyong.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/hunyong/bzinb/issues
Last updated 4 years agofrom:8c4043f451. Checks:OK: 1 ERROR: 5. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 02 2024 |
| R-4.5-linux-x86_64 | ERROR | Nov 04 2024 |
| R-4.4-mac-x86_64 | ERROR | Nov 04 2024 |
| R-4.4-mac-aarch64 | ERROR | Nov 04 2024 |
| R-4.3-mac-x86_64 | ERROR | Nov 04 2024 |
| R-4.3-mac-aarch64 | ERROR | Nov 04 2024 |
Exports:bnbbpbzinbbzinb.sebzinbRegbzip.abzip.bexpt.namesidigammalik.bnblik.bplik.bzinblik.bzip.alik.bzip.bpairwise.bzinbrbnbrbprbzinbrbzip.arbzip.bweighted.pc
Dependencies:BHRcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| The bivariate negative binomial distribution | bnb lik.bnb rbnb |
| The bivariate poisson distribution | bp lik.bp rbp |
| The bivariate zero-inflated negative binomial distribution | bzinb lik.bzinb rbzinb |
| The bivariate zero-inflated negative binomial distribution - Standard error estimation | bzinb.se |
| The bivariate zero-inflated negative binomial regression. | bzinbReg bzinbReg.default bzinbReg.formula expt.names print.bzinbReg |
| The bivariate zero-inflated Poisson distribution (A) | bzip.a lik.bzip.a rbzip.a |
| The bivariate zero-inflated Poisson distribution (B) | bzip.b lik.bzip.b rbzip.b |
| Inverse digamma function | idigamma |
| Pairwise underlying correlation based on bivariate zero-inflated negative binomial (BZINB) model | pairwise.bzinb |
| rBzinbData BZINB data generation with random normal covariates where the covariates corresponding to eta and gamma coincide up to the smaller dimension. | rBzinbData |
| Weighted Pearson Correlation (WPC) based on bivariate zero-inflated negative binomial (BZINB) model | weighted.pc |